Land Use Change Disrupts the Network Complexity and Stability of Soil Microbial Carbon Cycling Genes Across an Agricultural Mosaic Landscape

Microb Ecol. 2025 Jan 7;87(1):167. doi: 10.1007/s00248-024-02487-9.

Abstract

To understand the effects of agricultural land use change and management on soil carbon (C) cycling, it is crucial to examine how these changes can influence microbial soil C cycling. Network analysis can offer insights into the structure, complexity, and stability of the soil microbiome in response to environmental disturbances, including land use change. Using SparCC-based co-occurrence networks, we studied how land use change impacts the connectivity, complexity, and stability of microbial C-cycling gene networks across an agricultural mosaic landscape in Canterbury, New Zealand. The most densely connected networks were found in land uses that were under the most intensive agricultural management, or under naturally regenerating vegetation. The microbial C-cycling gene networks from both land uses presented high network connectivity, low modularity, and a low proportion of negative gene interactions. In contrast, microbial C-cycling genes from native forests, which had the most stable and undisturbed plant cover, had the lowest network connectivity, highest modularity, and a greater proportion of negative gene interactions. Although the differences in total soil C content between land uses were small, the large effects of land use on the network structure of microbial C-cycling genes may have important implications for long-term microbial soil C cycling. Furthermore, this research highlights the value of using microbial network analysis to study the metabolic gene interactions shaping the functional structure of soil microbial communities in a manner not typically captured by more traditional forms of microbial diversity analysis.

Keywords: Agricultural disturbance; Land use change; Microbial network analysis; Soil carbon; Soil metagenomics; Soil microbiome.

MeSH terms

  • Agriculture*
  • Bacteria* / classification
  • Bacteria* / genetics
  • Bacteria* / metabolism
  • Carbon / metabolism
  • Carbon Cycle*
  • Ecosystem
  • Forests
  • Gene Regulatory Networks
  • Microbiota*
  • New Zealand
  • Soil Microbiology*
  • Soil* / chemistry

Substances

  • Soil
  • Carbon